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segformer_semantic_segmentation

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PyTorch
segformer
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segformer_semantic_segmentation
File size: 1,942 Bytes 
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{
  "_name_or_path": "./segformer_model",
  "architectures": [
    "SegformerForSemanticSegmentation"
  ],
  "attention_probs_dropout_prob": 0.0,
  "classifier_dropout_prob": 0.1,
  "decoder_hidden_size": 768,
  "depths": [
    3,
    6,
    40,
    3
  ],
  "downsampling_rates": [
    1,
    4,
    8,
    16
  ],
  "drop_path_rate": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_sizes": [
    64,
    128,
    320,
    512
  ],
  "id2label": {
    "0": "unlabeled",
    "1": "paved-area",
    "2": "dirt",
    "3": "grass",
    "4": "gravel",
    "5": "water",
    "6": "rocks",
    "7": "pool",
    "8": "vegetation",
    "9": "roof",
    "10": "wall",
    "11": "window",
    "12": "door",
    "13": "fence",
    "14": "fence-pole",
    "15": "person",
    "16": "dog",
    "17": "car",
    "18": "bicycle",
    "19": "tree",
    "20": "bald-tree",
    "21": "ar-marker",
    "22": "obstacle",
    "23": "conflicting"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "ar-marker": 21,
    "bald-tree": 20,
    "bicycle": 18,
    "car": 17,
    "conflicting": 23,
    "dirt": 2,
    "dog": 16,
    "door": 12,
    "fence": 13,
    "fence-pole": 14,
    "grass": 3,
    "gravel": 4,
    "obstacle": 22,
    "paved-area": 1,
    "person": 15,
    "pool": 7,
    "rocks": 6,
    "roof": 9,
    "tree": 19,
    "unlabeled": 0,
    "vegetation": 8,
    "wall": 10,
    "water": 5,
    "window": 11
  },
  "layer_norm_eps": 1e-06,
  "mlp_ratios": [
    4,
    4,
    4,
    4
  ],
  "model_type": "segformer",
  "num_attention_heads": [
    1,
    2,
    5,
    8
  ],
  "num_channels": 3,
  "num_encoder_blocks": 4,
  "patch_sizes": [
    7,
    3,
    3,
    3
  ],
  "reshape_last_stage": true,
  "semantic_loss_ignore_index": 255,
  "sr_ratios": [
    8,
    4,
    2,
    1
  ],
  "strides": [
    4,
    2,
    2,
    2
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.15.0"
}